An evaluation of machine-learning methods for predicting pneumonia mortality. - Gregory F. Cooper; Constantin F. Aliferis; Richard Ambrosino; John M. Aronis; Bruce G. Buchanan; Rich Caruana; Michael J. Fine; Clark Glymour; Geoffrey J. Gordon; Barbara H. Hanusa; Janine E. Janosky; Christopher Meek; et al. (Artif. Intell. Medicine, 1997)

A Retrospective Study of the Effect of a Prognostic Model on the Hospital Admission Decision for Patients with Low Risk Community-acquired Pneumonia. - John M. Aronis; Gregory F. Cooper; Michael J. Fine (AMIA, 2000)

Using Prior Models as a Measure of Novelty in Knowledge Discovery. - Jeremy Ludwig; Michael J. Fine; Gary Livingston; Emmanouil Vozalis; Bruce G. Buchanan (AMIA, 2000)

Predicting dire outcomes of patients with community acquired pneumonia. - Gregory F. Cooper; Vijoy Abraham; Constantin F. Aliferis; John M. Aronis; Bruce G. Buchanan; Rich Caruana; Michael J. Fine; Janine E. Janosky; Gary Livingston; Tom M. Mitchell (J. Biomed. Informatics, 2005)

The Emergency Department Triage of Community-Acquired Pneumonia Project Data and Documentation Systems: A Model for Multicenter Clinical Trials. - D. S. Obrosky; S. M. Edick; Michael J. Fine (IEEE Trans. Inf. Technol. Biomed., 2006)

Using clinician text notes in electronic medical record data to validate transgender-related diagnosis codes. - John R. Blosnich; John Cashy; Adam J. Gordon; Jillian C. Shipherd; Michael R. Kauth; George R. Brown; Michael J. Fine (J. Am. Medical Informatics Assoc., 2018)